proud - Story 107248 | Emotion Vectors in Gemma4-31B

The CEO of the company, Mr. Harrison, gave a hearty clap on the back of his young protégé, Ben. The company had just made a groundbreaking leap in the industry. Ben had masterminded the entire project. Ben smiled. Then, the phone call. A hesitant voice from the hospital. A mix-up. The other patient had been… not him. Ben’s fingers tightened on the phone. He was the one who had brought them to this moment. The other person? A man with a sprained ankle. The implications, the power… it all settled deep within him.

Emotion: proud

Cluster: Positive / Joy

PC1 (Valence): 3.68 Positive

PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.

Promoted:

`de`	0.514
`la`	0.457
`😎`	0.400
`happy`	0.394
`👏`	0.393

Suppressed:

`S`	-0.672
`😞`	-0.480
`😣`	-0.460
`worse`	-0.455
`😖`	-0.453